In 1943 he wrote The Nature of Explanation. In this book he laid the foundation for the concept of mental models, that the mind forms models of reality and uses them to predict similar future events. He was one of the earliest practitioners of cognitive science.

He was tragically killed at the young age of 31 in a bicycle accident.